Image processing
a technology of image processing and image data, applied in image data processing, instruments, character and pattern recognition, etc., can solve the problems of requiring a great deal of computer processing power, slowness of known super-resolution techniques, for example in astronomy, and achieve the effect of efficient image processing and effective weighting
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[0058]Super-resolution algorithms have been in the open literature for a number of years, but they are slow. In example embodiments of the present invention, continual super-resolution of a region of interest (ROI) within an image is provided in real time.
[0059]A straightforward, non-real-time implementation of super resolution takes as its input a stack of low-resolution images and provides as output a single higher-resolution image. To achieve that, three principal processing steps are carried out sequentially, namely registration, summation and deblurring.
[0060]In many applications, such as astronomy, in which only a single, still, image is required from a historical image stack, very computationally demanding algorithms have been developed, to generate the best possible super-resolved image. In contrast, in example embodiments of the invention, it is not the best possible super-resolved image that is sought, but rather an image that is ‘good enough’ and that can be constructed i...
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